Publications
- C ICCAD’23 Y. Liu, G. Dai, Y. Cheng, W. Kang, W. W. Xing, “OPT: Optimal Proposal Transfer for Efficient Yield Optimization for Analog and SRAM Circuits”. International Conference on Computer-Aided Design (ICCAD), 2023. (Best Paper Award Nomination) pdf
- D SZU’23 G. Dai, “Probabilistic Model-Based Yield Estimation for High-Dimensional Integrated Circuits”. B.Eng. Dissertation of Shenzhen University, 2023. pdf (Top 100 Outstanding Graduate Thesis Collection at Shenzhen University)
- C DAC’23 Y. Liu*, G. Dai*, W. W. Xing, “Seeking the Yield Barrier: High-Dimensional SRAM Evaluation Through Optimal Manifold”. Design Automation Conference (DAC), 2023. (*Equal contribution) pdf
- C ASPDAC’23 S. Yin*, G. Dai*, W. W. Xing, “High-Dimensional Yield Estimation using Shrinkage Deep Features and Maximization of Integral Entropy Reduction”. Asia and South Pacific Design Automation Conference (ASP-DAC), 2023. (*Equal contribution) pdf
- J IJHE’23 W. W. Xing, A. A. Shah, G. Dai, Z. Zhang, T. Guo, H. Qiu, P. Leung, Q. Xu, X. Zhu, Q. Liao, “Multi-fidelity Design Optimization of Solid Oxide Fuel Cells Using a Bayesian Feature Enhanced Stochastic Collocation”. International Journal of Hydrogen Energy (IJHE), 2023. pdf
- C IHTEC’22 W. W. Xing, A. A. Shah, G. Dai, H. Qiu, “Optimization of a Solid Oxide Fuel Cell With a New Multi-fidelity Deep Stochastic Collocation for Spatial Output”. International Hydrogen Technologies Congress (IHTEC), 2022. pdf